Search Results for author: João P. Neto

Found 7 papers, 1 papers with code

Privacy-Preserving Multi-Document Summarization

no code implementations6 Aug 2015 Luís Marujo, José Portêlo, Wang Ling, David Martins de Matos, João P. Neto, Anatole Gershman, Jaime Carbonell, Isabel Trancoso, Bhiksha Raj

State-of-the-art extractive multi-document summarization systems are usually designed without any concern about privacy issues, meaning that all documents are open to third parties.

Document Summarization Multi-Document Summarization +1

Ensemble Detection of Single & Multiple Events at Sentence-Level

no code implementations24 Mar 2014 Luís Marujo, Anatole Gershman, Jaime Carbonell, João P. Neto, David Martins de Matos

Event classification at sentence level is an important Information Extraction task with applications in several NLP, IR, and personalization systems.

Classification General Classification +2

Co-Multistage of Multiple Classifiers for Imbalanced Multiclass Learning

no code implementations23 Dec 2013 Luis Marujo, Anatole Gershman, Jaime Carbonell, David Martins de Matos, João P. Neto

In this work, we propose two stochastic architectural models (CMC and CMC-M) with two layers of classifiers applicable to datasets with one and multiple skewed classes.

Event Detection General Classification +2

Recognition of Named-Event Passages in News Articles

no code implementations COLING 2012 Luis Marujo, Wang Ling, Anatole Gershman, Jaime Carbonell, João P. Neto, David Matos

We extend the concept of Named Entities to Named Events - commonly occurring events such as battles and earthquakes.

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